Regression And Generalized Linear Models For HR Probability
Prior phase: all 8 lesson(s) completed with checkpoints passed where the lesson includes them.
This phase: complete all 10 linked lessons with the same checkpoint rule.
0/10 lessons complete
- Lessons unlock in order after prior lessons are completed.
- Self-paced. Phase length scales with lesson count; backend catalog stores per-lesson minute estimates for dashboard scale.
Unit lessons
Open available lessons below. Locked lessons automatically unlock as you complete prior steps.
- 1Linear Regression Baseline For InterpretabilityAvailable now
- 2Feature Engineering For Batted-Ball OutcomesComplete prior lessons in this unit to unlock.
- 3Logistic Regression For Home Run ProbabilityComplete prior lessons in this unit to unlock.
- 4Interaction Terms: Launch Angle × Exit VelocityComplete prior lessons in this unit to unlock.
- 5Regularization (L1/L2) For StabilityComplete prior lessons in this unit to unlock.
- 6Nonlinearity Handling: Splines And Basis ExpansionComplete prior lessons in this unit to unlock.
- 7Model Comparison: AIC, BIC, And Cross-ValidationComplete prior lessons in this unit to unlock.
- 8Calibration Curves And Probability ReliabilityComplete prior lessons in this unit to unlock.
- 9Thresholding And Decision UtilityComplete prior lessons in this unit to unlock.
- 10Regression Lab: Build, Compare, DefendComplete prior lessons in this unit to unlock.